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inconclusive

Listing: Visible Payment Options

Hypothesis

If we implement 'Visible Payment Options' on listing pages (In this experiment, an inline panel was shown as a product tile), then key conversion metrics will improve.

Test Results

Key Learning

Context: The primary call-to-action on the listing isn't converting at its potential — design, copy, or placement may be the bottleneck.

What was tested: REAL-WORLD TEST: 'Visible Payment Options' was tested on a live listing page. Visitor count available via source platform. Full statistical results require paid access. Test methodology: In this experiment, an inline panel was shown as a product tile. The panel informed customers about a variety of payment options (with detailed inform...

Result: No statistically significant difference was detected. CTA changes that don't move the needle often mean the bottleneck is elsewhere — consider testing the surrounding context or the value proposition instead.

How to Apply This to Your Site

This experiment tested listing: visible payment options but produced no statistically significant change. The test was run on a category page page in the cross-industry industry. Inconclusive results suggest this particular change may not be a priority — focus testing effort on higher-impact areas.

Before you test: Consider that cta tests typically require adequate traffic to reach statistical significance. Run your test for at least 2 full business cycles to account for weekly traffic patterns.

What Was Tested

In this experiment, an inline panel was shown as a product tile. The panel informed customers about a variety of payment options (with detailed information being further presented after a button click). Impact on sales was measured.

Methodology

Confidence Level
70%

Build On These Learnings

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